Network embedding

Network Alignment Enhanced via Modeling Heterogeneity of Anchor Nodes

Yinghui Wang, Qiyao Peng, Wenjun Wang, Xuan Guo, Minglai Shao, Hongtao Liu, Wei Liang, Lin Pan

Exploring Temporal Community Structure via Network Embedding

Tianpeng Li, Wenjun Wang, Pengfei Jiao, Yinghui Wang, Ruomeng Ding, Huaming Wu, Lin Pan, Di Jin

Generating Structural Node Representations via Higher-order Features and Adversarial Learning

Wang Zhang, Yang Yu, Ting Pan, Lin Pan, Pengfei Jiao, Wenjun Wang

A Survey on Role-Oriented Network Embedding

Pengfei Jiao, Xuan Guo, Ting Pan, Wang Zhang, Yulong Pei, Lin Pan

A Survey on Role-Oriented Network Embedding

Role-Oriented Network Embedding Based on Adversarial Learning between Higher-Order and Local Features

Wang Zhang, Xuan Guo, Ting Pan, Chaochao Liu, Pengfei Jiao, Lin Pan, Wenjun Wang

Lower Order Information Preserved Network Embedding Based on Non-Negative Matrix Decomposition

Qiang Tian, Lin Pan, Wang Zhang, Tianpeng Li, Huaming Wu, Pengfei Jiao, Wenjun Wang

Role-Based Network Embedding via Structural Features Reconstruction with Degree-Regularized Constraint

Wang Zhang, Xuan Guo, Wenjun Wang, Qiang Tian, Lin Pan, Pengfei Jiao